Skip to content

Enhance datastore/data-ingestion: Create Event-Driven multimodal data pipeline w/ toolcall #6

@tdigangi

Description

@tdigangi

What is your feature suggestion?

Multimodal RAG ingestion pipeline within the agents-cli library to provide a standardized, high-level workflow for transforming raw data into searchable knowledge. As outlined in the Multimodal RAG Ingestion Pipeline.pdf, this feature would automate the tracking and processing of diverse content types—including text and rich media—through a managed lifecycle that ensures data integrity. By enabling a validation gate, the pipeline offers a secure method for reviewing information before it is converted

Image

into high-dimensional embeddings for indexing.

What will this enable you to do?

Allow users to have a workable event-driven multimodal pipeline that can be expanded to meet use cases with a basic tool call to start enhancement. This abstract approach to state management and multimodal processing will allow developers to focus on building sophisticated, context-aware agents without having to manually orchestrate the underlying ingestion architecture.

Additional context

No response

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions